Chinese Researchers Develop Framework to Help AI Incorporate Human Knowledge and Become AI Scientists
• Chinese researchers developed a new framework to train AI models to incorporate human knowledge and become "real AI scientists" • The framework assesses the value of rules to determine which combinations improve predictive accuracy • Informed machine learning models can pre-learn prior knowledge like physics laws to make more accurate predictions • Researchers tested the framework on models for solving equations and predicting chemistry experiments • Ultimately they hope to create a closed loop where models identify their own knowledge from data to become AI scientists